Description
Springer Pattern Recognition Techniques Applied to Biomedical Problems 2021 Edition by Martha Refugio Ortiz-Posadas
This book covers pattern recognition techniques applied to various areas of biomedicine, including disease diagnosis and prognosis, and several problems of classification, with a special focus on-but not limited to-pattern recognition modeling of biomedical signals and images. Multidisciplinary by definition, the book's topic blends computing, mathematics and other technical sciences towards the development of computational tools and methodologies that can be applied to pattern recognition processes. In this work, the efficacy of such methods and techniques for processing medical information is analyzed and compared, and auxiliary criteria for determining the correct diagnosis and treatment strategies are recommended and applied. Researchers in applied mathematics, the computer sciences, engineering and related fields with a focus on medical applications will benefit from this book, as well as professionals with a special interest in state-of-the-art pattern recognition techniques as applied to biomedicine. Table of contents : - PROPOSED LIST OF CONTRIBUTORS and Table of CONTENT1. Castaneda-Villa, Norma: Clustering for discontinuous sounds imagingUniversidad Autonoma Metropolitana Iztapalapa. Mexico. Email: ncv@xanum.uam.mx2. Curilem-Saldias, Millaray: Seismic signals using neural networks and genetic algorithmsUniversidad de la Frontera. Chile. Email: millaray.curilem@ufrontera.cl3. Diaz-Villegas, Jorge: Cost Estimation Method for web-based softwareUniversidad de La Frontera. Chile. jorge.diaz@ufrontera.cl4. Figueroa-Saavedra, Rodolfo: A Methodology and Ionizing Radiation Device that Uses Metallic Nanoparticles for the Detection and Simultaneous Treatment of CancerUniversidad de La Frontera. Chile. Email: rodolfo.figueroa@ufrontera.cl5. Gentiletti, Gabriel: Brain-computer interface for simulated wheelchairUniversidad Nacional de Entre Rios. Argentina. Email: gentiletti@gmail.com6. Jimenez-Gonzalez, Aida: ICA algorithm for auditory potentials extractionUniversidad Autonoma Metropolitana Iztapalapa. Mexico. Email: aidaj@xanum.uam.mx7. Ortiz-Posadas, Martha: Computational tool for cleft palate rehabilitationUniversidad Autonoma Metropolitana Iztapalapa. Mexico. Email: posa@xanum.uam.mx8. Rosales-Lopez, Alfonso: Pattern recognition for estimating the access to imaging services in public health system.Universidad Federal de Rio de Janeiro. Brazil. Email: arosales.cr@gmail.com9. Ruiz-Shucloper, Jose: Mining patterns using similaritiesUniversidad de las Ciencias Informaticas. Cuba. Email: jshulcloper@uci.cu10. Simini, Franco: Knee Kinematics Assessment by videofluoroscopyUniversidad de la Republica. Uruguay. Email: simini@fing.edu.uy11. Valdes-Cristerna, Raquel: Radial-based network and active contour model for brain MRI segmentation.Universidad Autonoma Metropolitana Iztapalapa. Mexico. Email: ravc@xanum.uam.mx12. Vega-Alvarado, Leticia: Measuring mixing times in stirred vesselsUniversidad Nacional Autonoma de Mexico. Mexico. Email: leticia.vega@ccadet.unam.mx13. Yanez-Suarez, Oscar: Data-driven brain MRI segmentation